On invariance and selectivity in representation learning
We study the problem of learning from data representations that are invariant to transformations, and at the same time selective, in the sense that two points have the same representation if one is the transformation of the other. The mathematical results here sharpen some of the key claims of i-the...
| Main Authors: | , , |
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| Format: | Article |
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Oxford University Press (OUP)
2017
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| Online Access: | http://hdl.handle.net/1721.1/112284 https://orcid.org/0000-0002-0264-4761 https://orcid.org/0000-0001-6376-4786 https://orcid.org/0000-0002-3944-0455 |